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---
license: apache-2.0
tags:
- merge
- mergekit
- lazymergekit
- unsloth/gemma-2b-bnb-4bit
- TinyLlama/TinyLlama-1.1B-Chat-v1.0
---
# Gemma-TinyLLama-Passthrough
Gemma-TinyLLama-Passthrough is a merge of the following models using [mergekit](https://github.com/cg123/mergekit):
* [unsloth/gemma-2b-bnb-4bit](https://huggingface.co/unsloth/gemma-2b-bnb-4bit)
* [TinyLlama/TinyLlama-1.1B-Chat-v1.0](https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0)
## 🧩 Configuration
\```yaml
# models:
# - model: unsloth/gemma-7b-bnb-4bit
# layer_range: [0, 32]
# # no parameters necessary for base model
# - model: mistralai/Mistral-7B-v0.1
# layer_range: [24, 32]
# merge_method: passthrough
# # base_model: unsloth/gemma-7b-bnb-4bit
# parameters:
# normalize: true
# int8_mask: true
# dtype: float16
slices:
- sources:
- model: unsloth/gemma-2b-bnb-4bit
layer_range: [0, 16]
- sources:
- model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
layer_range: [0, 22]
merge_method: passthrough
dtype: bfloat16
# models:
# - model: unsloth/gemma-2b-bnb-4bit
# parameters:
# density: 0.53
# weight: 0.45
# - model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
# parameters:
# weight: 0.5
# merge_method: ties
# base_model: unsloth/gemma-2b-bnb-4bit
# parameters:
# int8_mask: true
# dtype: bfloat16
\``` |